A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II
作者： Jesse B. Zydallis , David A. Van Veldhuizen , Gary B. Lamont
关键词: Evolutionary algorithm 、 Probabilistic logic 、 Test suite 、 Mathematical optimization 、 Multi-objective optimization 、 Algorithm 、 Initialization 、 Population 、 Pareto principle 、 Computer science 、 Genetic algorithm
摘要: … -objective building block (BB) based messy Genetic Algorithm. The intent of this discussion is to illustrate that modifications made to the Multi-Objective messy GA (MOMGA) have further …
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sci-hub.st 参考文章(12)
Hillol Kargupta, Search, polynomial complexity, and the fast messy genetic algorithm University of Illinois at Urbana-Champaign. ,(1996)
Bradley Korb, David E. Goldberg, Kalyanmoy Deb, Messy genetic algorithms: motivation, analysis, and first results Complex Systems. ,vol. 3, ,(1989)
Gary B. Lamont, David Allen Van Veldhuizen, Multiobjective evolutionary algorithms: classifications, analyses, and new innovations Air Force Institute of Technology. ,(1999)
Eckart Zitzler, Lothar Thiele, An evolutionary algorithm for multiobjective optimization: the strength Pareto approach TIK-Report. ,vol. 43, ,(1998) , 10.3929/ETHZ-A-004288833
David A. Van Veldhuizen, Gary B. Lamont, Multiobjective optimization with messy genetic algorithms acm symposium on applied computing. pp. 470- 476 ,(2000) , 10.1145/335603.335914
Hillol Kargupta, David E. Goldberg, Kalyanmoy Deb, Georges Harik, RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms international conference on genetic algorithms. pp. 56- 64 ,(1993)
E. Zitzler, L. Thiele, Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach IEEE Transactions on Evolutionary Computation. ,vol. 3, pp. 257- 271 ,(1999) , 10.1109/4235.797969
D.A. Van Veldhuizen, G.B. Lamont, On measuring multiobjective evolutionary algorithm performance congress on evolutionary computation. ,vol. 1, pp. 204- 211 ,(2000) , 10.1109/CEC.2000.870296
A David, Van Veldhuizen, GB Lamont, Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art Evolutionary Computation. ,vol. 8, pp. 125- 147 ,(2000) , 10.1162/106365600568158
Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Comparison of Multiobjective Evolutionary Algorithms: Empirical Results Evolutionary Computation. ,vol. 8, pp. 173- 195 ,(2000) , 10.1162/106365600568202